Abstract
Simple exposure is sufficient to sensitize the human visual system to a particular direction of motion, but the underlying mechanisms of this process are unclear. Here, in a passive perceptual learning task, we found that exposure to task-irrelevant motion improved sensitivity to the local motion directions within the stimulus, which are processed at low levels of the visual system. In contrast, task-irrelevant motion had no effect on sensitivity to the global motion direction, which is processed at higher levels. The improvement persisted for at least several months. These results indicate that when attentional influence is limited, lower-level motion processing is more receptive to long-term modification than higher-level motion processing in the visual cortex.
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References
Gilbert, C. Rapid dynamic changes in adult cerebral cortex. Curr. Opin. Neurobiol. 3, 100–103 (1993).
Ramachandran, V., Cobb, S. & Yang, T. Sensory maps in the human brain. Nature 368, 592–593 (1994).
Goldstone, R.L. Perceptual learning. Annu. Rev. Psychol. 49, 585–612 (1998).
Grossberg, S. How does the cerebral cortex work? Learning, attention and grouping by the laminar circuits of visual cortex. Spat. Vis. 12, 163–185 (1999).
Fahle, M. & Poggio, T. Perceptual Learning (MIT Press, Cambridge, 2002).
Ramachandran, V.S. & Braddick, O. Orientation-specific learning in stereopsis. Perception 2, 371–376 (1973).
Fiorentini, A. & Berardi, N. Perceptual learning specific for orientation and spatial frequency. Nature 287, 43–44 (1980).
Ball, K. & Sekuler, R. Direction-specific improvement in motion discrimination. Vision Res. 27, 953–965 (1987).
Karni, A. & Sagi, D. Where practice makes perfect in texture discrimination: evidence for primary visual cortex plasticity. Proc. Natl. Acad. Sci. USA 88, 4966–4970 (1991).
Poggio, T., Fahle, M. & Edelman, S. Fast perceptual learning in visual hyperacuity. Science 256, 1018–1021 (1992).
Shiu, L.P. & Pashler, H. Improvement in line orientation discrimination is retinally local but dependent on cognitive set. Percept. Psychophys. 52, 582–588 (1992).
Ahissar, M. & Hochstein, S. Attentional control of early perceptual learning. Proc. Natl. Acad. Sci. USA 90, 5718–5722 (1993).
Karni, A. & Sagi, D. The time course of learning a visual skill. Nature 365, 250–252 (1993).
Sagi, D. & Tanne, D. Perceptual learning: learning to see. Curr. Opin. Neurobiol. 4, 195–199 (1994).
Beard, B.L., Levi, D.M. & Reich, L.N. Perceptual learning in parafoveal vision. Vision Res. 35, 1679–1690 (1995).
Vaina, L.M., Sundareswaran, V. & Harris, J.G. Learning to ignore: psychophysics and computational modeling of fast learning of direction in noisy motion stimuli. Brain Res. Cogn. Brain Res. 2, 155–163 (1995).
Gilbert, C.D. Plasticity in visual perception and physiology. Curr. Opin. Neurobiol. 6, 269–274 (1996).
Schoups, A.A. & Orban, G.A. Interocular transfer in perceptual learning of a pop-out discrimination task. Proc. Natl. Acad. Sci. USA 93, 7358–7362 (1996).
Ahissar, M. & Hochstein, S. Task difficulty and the specificity of perceptual learning. Nature 387, 401–406 (1997).
Crist, R.E., Kapadia, M.K., Westheimer, G. & Gilbert, C.D. Perceptual learning of spatial localization: specificity for orientation, position and context. J. Neurophysiol. 78, 2889–2894 (1997).
Herzog, M.H. & Fahle, M. The role of feedback in learning a vernier discrimination task. Vision Res. 37, 2133–2141 (1997).
Jones, M.J., Sinha, P., Vetter, T. & Poggio, T. Top-down learning of low-level vision tasks. Curr. Biol. 7, 991–994 (1997).
Rubin, N., Nakayama, K. & Shapley, R. Abrupt learning and retinal size specificity in illusory contour perception. Curr. Biol. 7, 461–467 (1997).
Dosher, B.A. & Lu, Z.L. Perceptual learning reflects external noise filtering and internal noise reduction through channel reweighting. Proc. Natl. Acad. Sci. USA 95, 13988–13993 (1998).
Ito, M., Westheimer, G. & Gilbert, C.D. Attention and perceptual learning modulate contextual influences on visual perception. Neuron 20, 1191–1197 (1998).
Liu, Z. Perceptual learning in motion discrimination that generalizes across motion directions. Proc. Natl. Acad. Sci. USA 96, 14085–14087 (1999).
Gold, J., Bennett, P.J. & Sekuler, A.B. Signal but not noise changes with perceptual learning. Nature 402, 176–178 (1999).
Sigman, M. & Gilbert, C.D. Learning to find a shape. Nat. Neurosci. 3, 264–269 (2000).
Crist, R.E., Li, W. & Gilbert, C.D. Learning to see: experience and attention in primary visual cortex. Nat. Neurosci. 4, 519–525 (2001).
Matthews, N., Liu, Z. & Qian, N. The effect of orientation learning on contrast sensitivity. Vision Res. 41, 463–471 (2001).
Schoups, A., Vogels, R., Qian, N. & Orban, G. Practicing orientation identification improves orientation coding in V1 neurons. Nature 412, 549–553 (2001).
Fine, I. & Jacobs, R.A. Comparing perceptual learning across tasks: a review. J. Vision 2, 190–203 (2002).
Furmanski, C.S. & Engel, S.A. Perceptual learning in human primary visual cortex. J. Vision Suppl. (in press).
Koyama, S., Harner, A. & Watanabe, T. Different mechanisms for the learning of motion detection versus the learning of motion direction discrimination. J. Vision Suppl. (in press).
Watanabe, T., Nanez, J.E. & Sasaki, Y. Perceptual learning without perception. Nature 413, 844–848 (2001).
Maunsell, J.H. & Newsome, W.T. Visual processing in monkey extrastriate cortex. Annu. Rev. Neurosci. 10, 363–401 (1987).
Zohary, E., Scase, M.O. & Braddick, O.J. Integration across directions in dynamic random dot displays: vector summation or winner take all? Vision Res. 36, 2321–2331 (1996).
Williams, D.W. & Sekuler, R. Coherent global motion percepts from stochastic local motions. Vision Res. 24, 55–62 (1984).
Williams, D.W., Phillips, G. & Sekuler, R. Hystersis in perception of motion direction as evidence for neural cooperativity. Nature 324, 253–254 (1986).
Grzywacz, N.M., Smith, J.A. & Yuile, A.L. in Proceedings of the IEEE Workshop on Visual Motion 148–155 (IEEE Computer Society, Washington, DC, 1989).
Grzywacz, N.M. & Yuile, A.L. in Computational Models of Visual Processing (eds. Landy, M. S. & Movshon, J. A.) 231–252 (MIT Press, Cambridge, 1991).
Snowden, R.J., Treue, S., Erickson, R.G. & Andersen, R.A. The response of area MT and V1 neurons to transparent motion. J. Neurosci. 11, 2768–2785 (1991).
Heeger, D.J., Boynton, G.M., Demb, J.B., Seidemann, E. & Newsome, W.T. Motion opponency in visual cortex. J. Neurosci. 19, 7162–7174 (1999).
Watanabe, T. & Cole, R. Propagation of local motion correspondence. Vision Res. 35, 2853–2861 (1995).
Raymond, J.E., Shapiro, K.L. & Arnell, K.M. Temporary suppression of visual processing in an RSVP task: an attentional blink? J. Exp. Psychol. Hum. Percept. Perform. 18, 849–860 (1992).
Joseph, J.S., Chun, M.M. & Nakayama, K. Attentional requirements in a 'preattentive' feature search task. Nature 387, 805–807 (1997).
Somers, D.C., Dale, A.M., Seiffert, A.E. & Tootell, R.B. Functional MRI reveals spatially specific attentional modulation in human primary visual cortex. Proc. Natl. Acad. Sci. USA 96, 1663–1668 (1999).
Watamaniuk, S.N., Sekuler, R. & Williams, D.W. Direction perception in complex dynamic displays: the integration of direction information. Vision Res. 29, 47–59 (1989).
Braddick, O.J. et al. Brain areas sensitive to coherent visual motion. Perception 30, 61–72 (2001).
Watanabe, T. et al. Psychophysics and fMRI reveal V1 as the locus of passive learning. J. Vision Suppl. (in press).
Acknowledgements
The authors thank M. Herzog and D. Somers for comments. This research was supported by a Human Behavior & Cognition Program of the National Science Foundation grant (BCS-9905194) to T.W. and an ASU West Vision Science Lab grant to J.N.
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Watanabe, T., Náñez, J., Koyama, S. et al. Greater plasticity in lower-level than higher-level visual motion processing in a passive perceptual learning task. Nat Neurosci 5, 1003–1009 (2002). https://doi.org/10.1038/nn915
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DOI: https://doi.org/10.1038/nn915
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